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Vsevolod I. Avrutskiy

Orcid: 0000-0001-6540-8515

According to our database1, Vsevolod I. Avrutskiy authored at least 7 papers between 2017 and 2023.

Collaborative distances:
  • no known Dijkstra number2.
  • no known Erdős number3.

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Bibliography

2023
Training Image Derivatives: Increased Accuracy and Universal Robustness.
[BibTeX]
[DOI]
Vsevolod I. Avrutskiy
CoRR, 2023

2021
Enhancing Function Approximation Abilities of Neural Networks by Training Derivatives.
[BibTeX]
[DOI]
Vsevolod I. Avrutskiy
IEEE Trans. Neural Networks Learn. Syst., 2021

2020
Correction to: Neural networks catching up with finite differences in solving partial differential equations in higher dimension.
[BibTeX]
[DOI]
Vsevolod I. Avrutskiy
Neural Comput. Appl., 2020

Neural networks catching up with finite differences in solving partial differential equations in higher dimensions.
[BibTeX]
[DOI]
Vsevolod I. Avrutskiy
Neural Comput. Appl., 2020

2018
Avoiding overfitting of multilayer perceptrons by training derivatives.
[BibTeX]
[DOI]
Vsevolod I. Avrutskiy
CoRR, 2018

2017
Enhancing approximation abilities of neural networks by training derivatives.
[BibTeX]
[DOI]
Vsevolod I. Avrutskiy
CoRR, 2017

Backpropagation generalized for output derivatives.
[BibTeX]
[DOI]
Vsevolod I. Avrutskiy
CoRR, 2017


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